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Applied AI Research & Development:
evidence before scale.

Applied AI Research
& Development:
evidence before scale.

As part of The Foundry, our operating model, we help you unblock your AI systems, learn how to become AI-native, and explore new AI opportunities. All with scientific rigor at the core.

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Contact R&D Team

The Benefits

of Applied AI R&D:

The Benefits of
Applied AI R&D:

Every Project should make
the next one stronger.

Every Project should make the next
one stronger.

We don't start from zero. Every engagement produces evidence, and every piece

of evidence becomes a method, a pattern, or a tool for the next project.

WHY APPLIED AI R&D

Reduce uncertainty

Structured experiments replace guesswork before a technical bet is made.

Decide with evidence

Technical decisions come from measured results.

Package lessons

Every lesson becomes a reusable asset: a method, a pattern, or a tool.

Compound speed

Accumulated knowledge shortens the next engagement.

Connect the dots

Research, delivery, training, and product strategy feed one another.

By using the scientific method, we reduce uncertainty, avoid premature

decisions, and make AI delivery more reliable.

“There's no way to do proper AI implementation without following a structured, principled, scientific method. Our goal in Arionkoder is to showcase that real business value

can be created by means

of this approach.”

“There's no way to do proper AI implementation without following

a structured, principled, scientific method. Our goal in Arionkoder
is to showcase that real business

value can be created by means

of this approach.”

José Ignacio Orlando

Director

of Research & Development.

Director

of Research & Development.

See CV

Check Google Scholar

A principled approach

Our Method:
The Scientific Method,

Applied to your AI.

Our Method:
The Scientific Method,

Applied to your AI.

Observe

Avoid building on untested assumptions.

Hypothesize

Experiment

Find the real cause.

Measure

Learn

Compare AI approaches with evidence.

Package

Reuse

Create reusable knowledge for later.

Our R&D services

From the first question to the last mile of delivery,

we help teams make better AI decisions.

From Stuck AI Pilot to Production

02. Emergency Button

Does your AI solution work in demo and fail in production?
Is your team debating technical directions without enough evidence? Whatever is blocking your AI system, we solve it.

Who it's for

Teams whose AI initiative is blocked, underperforming,

or stuck in debate.

Teams whose AI initiative is blocked, underperforming,

or stuck in debate.

Book a call with the R&D team

Duration: 1 week

Analysis

Experimentation

Intervention

Stage 01

Stage 02

Stage 03

Duration: 1 week

Duration: Depends

on the project.

Duration: Depends

on the project.

Weekly support to

understand the project,

identify risks, and design

experiments.

Weekly support to

understand the project,

identify risks, and design

experiments.

To test hypotheses,

compare alternatives,

and validate assumptions.

To test hypotheses,

compare alternatives,

and validate assumptions.

To change the

architecture, evaluate

strategies, or fix

workflows to unblock

delivery.

To change the

architecture, evaluate

strategies, or fix

workflows to unblock

delivery.

AI Training for Your Team

03. The Arionkoder Academy

Go beyond AI adoption with practical knowledge
and initiatives that adapt to your `teams and needs.

Who it's for

Leaders, product, and engineering teams building AI literacy.

AI Driving License

Tutorials

Tailored courses

From the AI basics

to mastering AI delivery

and futures.

From the AI basics

to mastering AI delivery

and futures.

A menu of AI courses

to dive deep into

different technologies.

A menu of AI courses

to dive deep into

different technologies.

Need your team to learn

how to apply a technology

or embrace AI in

a specific way?

This is it.

Need your team to learn

how to apply a technology

or embrace AI in

a specific way?

This is it.

From the first question to the last mile of delivery,

we help teams make better AI decisions.

Our R&D services

From the first question to the last mile of delivery,

we help teams make better AI decisions.

From Stuck AI Pilot to Production

02. Emergency Button

Does your AI solution work in demo and fail in production?
Is your team debating technical directions without enough evidence? Whatever is blocking your AI system, we solve it.

Who it's for

Teams whose AI initiative is blocked, underperforming,

or stuck in debate.

Book a call with the R&D team

Duration: 1 week

Analysis

Experimentation

Intervention

Stage 01

Stage 02

Stage 03

Duration: 1 week

Duration: Depends

on the project.

Weekly support to

understand the project,

identify risks, and design

experiments.

To test hypotheses,

compare alternatives,

and validate assumptions.

To change the

architecture, evaluate

strategies, or fix

workflows to unblock

delivery.

AI Training for Your Team

03. The Arionkoder Academy

Go beyond AI adoption with practical knowledge
and initiatives that adapt to your `teams and needs.

Who it's for

Leaders, product, and engineering teams building AI literacy.

AI Driving License

Tutorials

Tailored courses

From the AI basics

to mastering AI delivery

and futures.

A menu of AI courses

to dive deep into

different technologies.

Need your team to learn

how to apply a technology

or embrace AI in

a specific way?

This is it.

From the first question to the last mile of delivery,

we help teams make better AI decisions.

The people behind the practice

Meet the R&D Team

R&D Director

José Ignacio Orlando

PhD - 25+ publications, university professor, founder of an AI startup specializing in computer vision,

and experienced in highly regulated fields.

Data Scientist

Eugenia Moris

PhD - Expert in making computer vision models robust when the acquisition setup changes and in agentic AI.

AI Lead

Lucas Victorasso

Delivery-focused AI leader with 10 years getting models adopted at scale. Strong on generative AI, MLOps and governance.

AI Lead

André de Geus

Computer vision PhD - Strong MLOps,
LLM/multimodal systems, and production-engineering record.

See CV

Check Google Scholar

Highlights / Insights

Highlights

/ Insights

Applied AI Research from Arionkoder R&D

Technical notes, whitepapers, and project briefings from Open Lab, Emergency Button, and the Academy.

Applied AI Research from Arionkoder R&D

Technical notes, whitepapers, and project briefings from Open Lab, Emergency Button, and the Academy.

Browse all R&D insights

Why AI in
Healthcare Struggles
to Reach the Clinicians
Who Use It.

Tackling Bias & Improving
Generalization in AI Models
for Skin Lesion Classification

How Arionkoder
and Institut Pasteur
Are Shaping the Future
of Virus Research

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Applied AI Research & Development: evidence before scale.

Applied AI Research & Development: evidence before scale.

Ready to make AI useful?

Applied AI Research & Development:
evidence before scale.

Applied AI Research
& Development:
evidence before scale.